Geospatial Mapping of Soil Organic Carbon Using Regression Kriging and Remote Sensing
暂无分享,去创建一个
Vinay Kumar Dadhwal | Navneet Kumar | Nicholas A. S. Hamm | N. Hamm | Navneet Kumar | A. Velmurugan | Ayyamperumal Velmurugan | V. Dadhwal
[1] W. Hays. Applied Regression Analysis. 2nd ed. , 1981 .
[2] F. J. Pierce,et al. Soil Carbon Maps , 2003 .
[3] Spatial variability of soil organic carbon in the forestlands of northeast China , 2014, Journal of Forestry Research.
[4] Freek D. van der Meer,et al. Remote-sensing image analysis and geostatistics , 2012 .
[5] Elias Symeonakis,et al. Remote Sensing Assessing Land Degradation and Desertification Using Vegetation Index Data: Current Frameworks and Future Directions , 2022 .
[6] P. E. Brown. THE AMERICAN SOCIETY OF AGRONOMY. , 1921, Science.
[7] Peter W. Lane,et al. Generalized linear models in soil science , 2002 .
[8] Randall K. Kolka,et al. Soil carbon storage estimation in a forested watershed using quantitative soil-landscape modeling. , 2005 .
[9] Joachim Hill,et al. Digital Mapping of Soil Properties Using Multivariate Statistical Analysis and ASTER Data in an Arid Region , 2015, Remote. Sens..
[10] S. Horion,et al. Satellite remote sensing for soil mapping in Africa , 2012 .
[11] Barnabas K. Kurgat,et al. Relationship between Vegetation Cover Types and Soil Organic Carbon in the Rangelands of Northern Kenya Submitted , 2011 .
[12] V. Radeloff,et al. Phenological differences in Tasseled Cap indices improve deciduous forest classification , 2002 .
[13] N. Draper,et al. Applied Regression Analysis: Draper/Applied Regression Analysis , 1998 .
[14] D. Mcgrath,et al. Spatial distribution of soil organic carbon concentrations in grassland of Ireland , 2003 .
[15] Bikash Ranjan Parida,et al. Analysing the effect of severity and duration of Agricultural drought on crop performance using Terra/MODIS Satellite data and Meteorological data , 2006 .
[16] Marvin N. Wright,et al. SoilGrids250m: Global gridded soil information based on machine learning , 2017, PloS one.
[17] Z. Wan,et al. Using MODIS Land Surface Temperature and Normalized Difference Vegetation Index products for monitoring drought in the southern Great Plains, USA , 2004 .
[18] A. Zhu,et al. Updating Conventional Soil Maps through Digital Soil Mapping , 2011 .
[19] G. Kbar,et al. Testing the Performance of Wireless LAN , 2005, 2005 Asia-Pacific Conference on Communications.
[20] V. P. Mandal,et al. Estimation of accumulated soil organic carbon stock in tropical forest using geospatial strategy , 2016 .
[21] Limin Yang,et al. Derivation of a tasselled cap transformation based on Landsat 7 at-satellite reflectance , 2002 .
[22] N. Draper,et al. Applied Regression Analysis , 1966 .
[23] B. Minasny,et al. Comparing regression-based digital soil mapping and multiple-point geostatistics for the spatial extrapolation of soil data , 2016 .
[24] Michael Thiel,et al. High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models , 2017, PloS one.
[25] Dominique King,et al. Using multiple external drifts to estimate a soil variable , 2003 .
[26] SHIXue-Zheng,et al. Using GIS Spatial Distribution to Predict Soil Organic Carbon in Subtropical China , 2004 .
[27] R. J. Kauth,et al. The Tasseled Cap de-mystified , 1986 .
[28] Alex B. McBratney,et al. A comparison of prediction methods for the creation of field-extent soil property maps , 2001 .
[29] V. L. Mulder,et al. The use of remote sensing in soil and terrain mapping — A review , 2011 .
[30] John Triantafilis,et al. Five Geostatistical Models to Predict Soil Salinity from Electromagnetic Induction Data Across Irrigated Cotton , 2001 .
[31] Gary A. Peterson,et al. Soil Attribute Prediction Using Terrain Analysis , 1993 .
[32] E. Kumar. Soil Organic Carbon Mapping at Field and Regional Scales Using GIS and Remote Sensing Applications , 2013 .
[33] Y. Xu,et al. Topographic Effects on Soil Organic Carbon in Louisiana Watersheds , 2009, Environmental management.
[34] How to convert ASTER radiance values to reflectance. An online guide , 2007 .
[35] G. Metternicht,et al. Testing the performance of spatial interpolation techniques for mapping soil properties , 2006 .
[36] Vinay Kumar Dadhwal,et al. Spatial Assessment of Soil Organic Carbon Density Through Random Forests Based Imputation , 2014, Journal of the Indian Society of Remote Sensing.
[37] Thorsten Behrens,et al. Digital soil mapping in Germany—a review , 2006 .
[38] Gerard B. M. Heuvelink,et al. About regression-kriging: From equations to case studies , 2007, Comput. Geosci..
[39] Bernd Schilling,et al. Soil organic carbon stocks in southeast Germany (Bavaria) as affected by land use, soil type and sampling depth , 2012 .
[40] G. Heuvelink,et al. Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions , 2015, PloS one.
[41] S. Franklin,et al. Large-area forest structure change detection: An example , 2002 .
[42] Rainer Duttmann,et al. Prediction of soil property distribution in paddy soil landscapes using terrain data and satellite information as indicators , 2008 .
[43] R Core Team,et al. R: A language and environment for statistical computing. , 2014 .
[44] G. Heuvelink,et al. A generic framework for spatial prediction of soil variables based on regression-kriging , 2004 .
[45] A. Chhabra,et al. Soil organic carbon pool in Indian forests , 2003 .
[46] Alfred Stein,et al. Local interpolation of coseismic displacements measured by InSAR , 2013, Int. J. Appl. Earth Obs. Geoinformation.
[47] Paul E. Gessler,et al. Soil-Landscape Modelling and Spatial Prediction of Soil Attributes , 1995, Int. J. Geogr. Inf. Sci..
[48] L. West,et al. Field-Scale Mapping of Soil Organic Carbon with Soil-Landscape Modeling , 2008 .
[49] R. Lark,et al. Geostatistics for Environmental Scientists , 2001 .
[50] A. Velmurugan,et al. Soil resource assessment and mapping using remote sensing and GIS , 2009 .
[51] R. Reese. Geostatistics for Environmental Scientists , 2001 .
[52] Alfred Stein,et al. A spatially varying coefficient model for mapping PM10 air quality at the European scale , 2015 .